{"id":"W2990008823","doi":"10.1016/j.resuscitation.2019.11.011","title":"Frailty and associated outcomes and resource utilization following in-hospital cardiac arrest","year":2019,"lang":"en","type":"article","venue":"Resuscitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut du Savoir Montfort; Bruyère; Sinai Health System; University of Alberta; Queen's University; McMaster University; University of Toronto; Ottawa Public Health; Impact; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Confounding; Logistic regression; Emergency medicine; Odds; Return of spontaneous circulation; Retrospective cohort study; Internal medicine; Intensive care medicine; Cardiopulmonary resuscitation; Resuscitation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006987869,0.000339191,0.0004825093,0.000886213,0.0005710399,0.001124223,0.0004400853,0.0007245254,0.002504757],"category_scores_gemma":[0.00608157,0.0001767893,0.001027257,0.001036092,0.0003465938,0.0007746968,0.001192588,0.001509559,0.0002173864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007813691,"about_ca_system_score_gemma":0.0007675333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01749524,"about_ca_topic_score_gemma":0.02723447,"domain_scores_codex":[0.9994352,0.0001024072,0.0001074775,0.00006075817,0.0000728396,0.0002212591],"domain_scores_gemma":[0.9969681,0.0004213738,0.00146489,0.00009943662,0.0002813972,0.0007647835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001604547,0.0001106801,0.9968429,0.00003940997,0.0002458945,0.0001039607,0.0001236609,0.0001489109,0.00004242019,0.0000593234,0.0001899818,0.001932377],"study_design_scores_gemma":[0.000003823277,0.00008373427,0.9989105,0.00003699424,0.00005108907,0.00007911283,0.0004107995,0.0001952063,0.0000102825,0.00008594991,0.0001252874,0.000007220159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997271,0.0008478281,0.00005261135,0.000235884,0.00002708319,0.000008776966,0.0005328864,0.000002197213,0.001021637],"genre_scores_gemma":[0.9988618,0.000320216,0.00003923494,0.00006867944,0.00003136518,0.000006380383,0.0004918232,0.000001200701,0.000179318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01749524,"threshold_uncertainty_score":0.03478682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000422014786073,"score_gpt":0.2893416894257347,"score_spread":0.269337469277874,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}